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- Combining Physics and Score Matching
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Classroom Contents
Score Matching via Differentiable Physics
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- 1 - Intro
- 2 - Score Matching and Reverse-Diffusion
- 3 - Learned Corrections for Physical Simulations
- 4 - Combining Physics and Score Matching
- 5 - Heat Diffusion
- 6 - Reconstruction MSE vs Spectral Error
- 7 - Effects of Multiple Steps During Training
- 8 - Buoyancy-driven Flow with Obstacles
- 9 - Navier Stokes Equations
- 10 - Summary
- 11 - Q+A
